Coverart for item
The Resource Adaptive high-resolution sensor waveform design for tracking, Ioannis Kyriakides, Darryl Morrell, Antonia Papandreou-Suppappola, (electronic book)

Adaptive high-resolution sensor waveform design for tracking, Ioannis Kyriakides, Darryl Morrell, Antonia Papandreou-Suppappola, (electronic book)

Label
Adaptive high-resolution sensor waveform design for tracking
Title
Adaptive high-resolution sensor waveform design for tracking
Statement of responsibility
Ioannis Kyriakides, Darryl Morrell, Antonia Papandreou-Suppappola
Creator
Contributor
Subject
Language
eng
Summary
Recent innovations in modern radar for designing transmitted waveforms, coupled with new algorithms for adaptively selecting the waveform parameters at each time step, have resulted in improvements in tracking performance. Of particular interest are waveforms that can be mathematically designed to have reduced ambiguity function sidelobes as their use can lead to an increase in the target state estimation accuracy Moreover, adaptively positioning the sidelobes can reveal weak target returns by reducing interference from stronger targets. The manuscript provides an overview of recent advances in the design of multicarrier phasecoded waveforms based on Bjorck constant-amplitude zero-autocorrelation (CAZAC) sequences for use in an adaptive waveform selection scheme for multiple target tracking. The adaptive waveform design is formulated using sequential Monte Carlo techniques that need to be matched to the highly resolution measurements. The work will be of interest to both practitioners and researchers in radar as well as to researchers in other applications where high resolution measurements can have significant benefits
Cataloging source
CaBNvSL
http://library.link/vocab/creatorName
Kyriakides, Ioannis
Illustrations
illustrations
Index
no index present
LC call number
TK7872.D48
LC item number
K97 2011
Literary form
non fiction
Nature of contents
  • dictionaries
  • abstracts summaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Morrell, Darryl
  • Papandreou-Suppappola, Antonia
Series statement
Synthesis lectures on algorithms and software in engineering
Series volume
4.
http://library.link/vocab/subjectName
  • Wave functions
  • Sensor networks
  • Automatic tracking
Target audience
  • adult
  • specialized
Label
Adaptive high-resolution sensor waveform design for tracking, Ioannis Kyriakides, Darryl Morrell, Antonia Papandreou-Suppappola, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 95-99)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • 1. Introduction -- Radar tracking with waveform design and waveform selection -- Review of advances in waveform design and adaptive waveform selection for radar target tracking -- Organization --
  • 2. Radar waveform design -- LFM sequences -- Björck CAZAC sequences -- Multicarrier phase-coded Björck CAZAC sequences -- AF surface of MCPC Björck CAZAC sequences --
  • 3. Target tracking with a particle filter -- Tracking methods and models -- Bayesian inference -- The particle filter algorithm -- The degeneracy effect -- Choice of importance density -- Resampling -- Tracking multiple targets: the independent partition particle filter -- Tracking with radar measurements -- Radar signal processing --
  • 4. Single target tracking with LFM and CAZAC sequences -- Motion model -- SIR particle filter -- Likelihood PF -- Simulation results and discussion --
  • 5. Multiple target tracking -- Model for tracking multiple targets -- Motion model -- Measurement model -- Return signal and matched filter statistic -- Measurement likelihood -- Independent partition likelihood particle filter algorithm -- Likelihood partition sampling -- Particle weighting -- Scheme for adaptive waveform selection using IPLPF -- Simulation results and discussion --
  • 6. Conclusions -- A. Independence of single target matched filter statistics -- B. Independence of multiple target matched filter statistics -- C. Sampling importance resampling particle filter sample code -- D. Likelihood particle filter sample code -- Bibliography -- Authors' biographies
Control code
201011ASE004
Dimensions
unknown
Extent
1 electronic text (viii, 101 p.)
File format
multiple file formats
Form of item
electronic
Isbn
9781608455775
Issn
1938-1735
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
ill., digital file.
Reformatting quality
access
Specific material designation
remote
System details
System requirements: Adobe Acrobat Reader
Label
Adaptive high-resolution sensor waveform design for tracking, Ioannis Kyriakides, Darryl Morrell, Antonia Papandreou-Suppappola, (electronic book)
Publication
Bibliography note
Includes bibliographical references (p. 95-99)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • 1. Introduction -- Radar tracking with waveform design and waveform selection -- Review of advances in waveform design and adaptive waveform selection for radar target tracking -- Organization --
  • 2. Radar waveform design -- LFM sequences -- Björck CAZAC sequences -- Multicarrier phase-coded Björck CAZAC sequences -- AF surface of MCPC Björck CAZAC sequences --
  • 3. Target tracking with a particle filter -- Tracking methods and models -- Bayesian inference -- The particle filter algorithm -- The degeneracy effect -- Choice of importance density -- Resampling -- Tracking multiple targets: the independent partition particle filter -- Tracking with radar measurements -- Radar signal processing --
  • 4. Single target tracking with LFM and CAZAC sequences -- Motion model -- SIR particle filter -- Likelihood PF -- Simulation results and discussion --
  • 5. Multiple target tracking -- Model for tracking multiple targets -- Motion model -- Measurement model -- Return signal and matched filter statistic -- Measurement likelihood -- Independent partition likelihood particle filter algorithm -- Likelihood partition sampling -- Particle weighting -- Scheme for adaptive waveform selection using IPLPF -- Simulation results and discussion --
  • 6. Conclusions -- A. Independence of single target matched filter statistics -- B. Independence of multiple target matched filter statistics -- C. Sampling importance resampling particle filter sample code -- D. Likelihood particle filter sample code -- Bibliography -- Authors' biographies
Control code
201011ASE004
Dimensions
unknown
Extent
1 electronic text (viii, 101 p.)
File format
multiple file formats
Form of item
electronic
Isbn
9781608455775
Issn
1938-1735
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
ill., digital file.
Reformatting quality
access
Specific material designation
remote
System details
System requirements: Adobe Acrobat Reader

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